Pelatihan Dasar Analisis Data Menggunakan Google Colab dan Python Untuk Siswa SMA di Wilayah Saboking-king Palembang
DOI:
https://doi.org/10.62951/unggulan.v2i2.1397Keywords:
Digital Literacy, Python, Google Colab, Data Analysis, Student TrainingAbstract
This training program is designed to strengthen digital literacy and basic skills in data analysis for high school students in the Saboking-king area, Palembang, by introducing the Python programming language and the use of Google Colab as a cloud-based programming platform. The approach applied is project-based learning and hands-on experience, which includes planning, implementation, and evaluation stages. Based on the implementation results, the majority of participants showed a good understanding of Python basics and successfully completed the mini-project assignments. The final evaluation revealed an increase in students' motivation and interest to explore programming further. The success of this program confirms that the learning methods and media used are able to support students' understanding of the basic concepts of data analysis. Similar activities are recommended to be implemented in other areas that have limited access to technology.
References
Chanda, T., Sain, Z., Shogbesan, Y., Phiri, E., & Akpan, W. (2024). Digital literacy in education: Preparing students for the future workforce. International Journal of Research, 11, 327–344. https://doi.org/10.5281/zenodo.13347718
Hartarini, Y. M. (2024). Improving students’ critical thinking through project-based learning (PBL). EduLite: Journal of English Education, Literature, and Culture, 9(1), 97–108.
Komara, E., Berliana, B., Firman, M., & Gunawan, U. (2023). Implementation of project-based learning model to improve students’ critical thinking skills. Economic Education Analysis Journal, 12(3), 192–198. https://doi.org/10.15294/eeaj.v12i3.75919
Mechouat, K. (2024). The impact of aligning Kolb’s experiential learning theory with a comprehensive teacher education model on preservice teachers’ attitudes and teaching practice. European Scientific Journal, ESJ, 20(28), 135–149. https://doi.org/10.19044/esj.2024.v20n28p135
Muzayyin, A., & Handayani, D. (2023). The effect of digital literacy on the risks of children dropping out of school during the COVID-19 pandemic. JTP - Jurnal Teknologi Pendidikan, 25(2), 190–204. https://doi.org/10.21009/jtp.v25i2.34477
Pamekasan, P. G. (2024). Analisis tantangan pengembangan media dan bahan ajar berbasis teknologi dalam peningkatan kompetensi literasi digital siswa MI. MUBTADI: Jurnal Pendidikan Ibtidaiyah, 5(2), 126–135.
Pamungkas, S. F., Widiastuti, I., & Suharno, S. (2019). Kolb’s experiential learning as an effective learning model in creative product and entrepreneurship subjects. Journal of Mechanical Engineering and Vocational Education (JoMEVE), 2(1), 27. https://doi.org/10.20961/jomeve.v2i1.28352
Pangestuti, S. M., Prihandono, T., & Bektiarso, S. (2024). Peran perkembangan teknologi dalam dunia pendidikan era Industry 4.0 dan Society 5.0 di Indonesia. Cendikia: Jurnal Pendidikan dan Pengajaran, 2(9), 466–470.
Ranjan, M., Barot, K., Khairnar, V., Rawal, V., Pimpalgaonkar, A., Saxena, S., & Sattar, A. (2023). Python: Empowering data science applications and research. Journal of Operating Systems Development & Trends, 10, 27–33. https://doi.org/10.37591/joosdt.v10i1.576
Schreiter, S., Friedrich, A., Fuhr, H., Malone, S., Brünken, R., Kuhn, J., & Vogel, M. (2024). Teaching for statistical and data literacy in K–12 STEM education: A systematic review on teacher variables, teacher education, and impacts on classroom practice. ZDM – Mathematics Education, 56(1), 31–45. https://doi.org/10.1007/s11858-023-01531-1
Siti Nurjanah, D., Masithoh, U. D., & Zulfaidah, R. A. (2024). Literasi digital dalam dunia pendidikan di era revolusi Society 5.0 termasuk pemanfaatan ICT pada pendidikan. Jurnal Tonggak Pendidikan Dasar: Jurnal Kajian Teori dan Hasil Pendidikan Dasar, 3(1), 99–109. https://doi.org/10.22437/jtpd.v3i1.40516
Soen, G. I. E., Marlina, M., & Renny, R. (2022). Implementasi cloud computing dengan Google Colaboratory pada aplikasi pengolah data Zoom participants. JITU: Journal Informatic Technology and Communication, 6(1), 24–30. https://doi.org/10.36596/jitu.v6i1.781
Suryati, M., Saputra, T. A. D., & Ikasari, I. H. (2025). Penggunaan Python dalam analisis data dengan machine learning. JRIIN: Jurnal Riset Informatika dan Inovasi, 2(10), 1959–1968.
Tang, Q., Kamarudin, S., Nujaimi, S., Abdul Rahman, S., & Zhang, X. (2025). Bridging gaps in online learning: A systematic literature review on the digital divide. Journal of Education and Learning, 14(1), 161–176. https://doi.org/10.5539/jel.v14n1p161
Wirasti, M. K., Irawan, R. H., & Kata Kunci. (2024). Digital literacy profile of Indonesian educational technology students in the era of digital transformation. Jurnal Penelitian dan Pengembangan Pendidikan, 8(2), 410–418. https://doi.org/10.23887/jppp.v8i2.82120
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